Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: differentiable-programming

Repositories

probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

Language: Julia - Size: 23.8 MB - Last synced: 3 minutes ago - Pushed: about 18 hours ago - Stars: 1,770 - Forks: 159

astro-informatics/s2fft

Differentiable and accelerated spherical transforms with JAX

Language: Python - Size: 50 MB - Last synced: 12 days ago - Pushed: 17 days ago - Stars: 108 - Forks: 6

omegaiota/DiffCloth

Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact

Language: C++ - Size: 246 MB - Last synced: 6 months ago - Pushed: 8 months ago - Stars: 282 - Forks: 24

deepmodeling/jax-fem

Differentiable Finite Element Method with JAX

Language: Python - Size: 73.4 MB - Last synced: about 20 hours ago - Pushed: about 21 hours ago - Stars: 144 - Forks: 29

pnnl/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Language: Python - Size: 362 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 737 - Forks: 96

matsunagalab/differentiable

test-bed for differentiable parameter optimization of molecular systems

Language: Jupyter Notebook - Size: 513 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

EnzymeAD/Enzyme

High-performance automatic differentiation of LLVM and MLIR.

Language: LLVM - Size: 626 MB - Last synced: about 11 hours ago - Pushed: 3 days ago - Stars: 1,158 - Forks: 92

UM-ARM-Lab/pytorch_kinematics

Robot kinematics implemented in pytorch

Language: Python - Size: 1.01 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 320 - Forks: 31

LukasZahradnik/PyNeuraLogic

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

Language: Python - Size: 29.9 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 267 - Forks: 17

grinisrit/noa

Differentiable Programming Algorithms in Modern C++

Language: C++ - Size: 150 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 125 - Forks: 26

matsunagalab/ColabBTR

End-to-end differentiable blind tip reconstruction on Colab implemented with PyTorch

Language: Jupyter Notebook - Size: 15.5 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 1

ExtensityAI/symbolicai

Compositional Differentiable Programming Library

Language: Python - Size: 21.3 MB - Last synced: 3 days ago - Pushed: 6 days ago - Stars: 885 - Forks: 47

adam-r-kowalski/compute_graph

Language: Zig - Size: 1.07 MB - Last synced: 8 days ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

google/jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

Language: Python - Size: 4.24 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 888 - Forks: 58

emaballarin/foveatorch

👀🔥 Differentiable foveated vision for Deep Learning methods

Language: Python - Size: 1.5 MB - Last synced: 22 days ago - Pushed: 10 months ago - Stars: 3 - Forks: 0

GustikS/NeuraLogic

Deep relational learning through differentiable logic programming.

Language: Java - Size: 3.4 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 92 - Forks: 14

XanaduAI/MrMustard

A differentiable bridge between phase space and Fock space

Language: Python - Size: 6.88 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 71 - Forks: 22

pytorchbearer/torchbearer

torchbearer: A model fitting library for PyTorch

Language: Python - Size: 7.88 MB - Last synced: 4 days ago - Pushed: 5 months ago - Stars: 631 - Forks: 68

kach/gradient-descent-the-ultimate-optimizer

Code for our NeurIPS 2022 paper

Language: Python - Size: 5.86 KB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 358 - Forks: 25

taichi-dev/taichi

Productive, portable, and performant GPU programming in Python.

Language: C++ - Size: 56.6 MB - Last synced: 18 days ago - Pushed: 20 days ago - Stars: 24,717 - Forks: 2,238

metaopt/torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

Language: Python - Size: 5.23 MB - Last synced: 16 days ago - Pushed: 30 days ago - Stars: 486 - Forks: 33

EnzymeAD/Enzyme.jl

Julia bindings for the Enzyme automatic differentiator

Language: Julia - Size: 3.1 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 394 - Forks: 55

astro-informatics/s2wav

Differentiable and accelerated wavelet transform on the sphere with JAX

Language: Python - Size: 11.6 MB - Last synced: 19 days ago - Pushed: 20 days ago - Stars: 12 - Forks: 0

SciML/PreallocationTools.jl

Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

Language: Julia - Size: 658 KB - Last synced: 18 days ago - Pushed: 20 days ago - Stars: 107 - Forks: 12

LuisaGroup/luisa-compute-rs

Rust frontend to LuisaCompute and more!

Language: Rust - Size: 2.4 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 44 - Forks: 6

SciML/NBodySimulator.jl

A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics

Language: Julia - Size: 639 KB - Last synced: 18 days ago - Pushed: 30 days ago - Stars: 124 - Forks: 19

ChezJrk/Teg

A differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities.

Language: Python - Size: 257 KB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 34 - Forks: 4

cvxgrp/cocp

Source code for the examples accompanying the paper "Learning convex optimization control policies."

Language: Jupyter Notebook - Size: 3.43 MB - Last synced: 8 days ago - Pushed: over 1 year ago - Stars: 78 - Forks: 16

SciML/DiffEqDevMaterials

Various developer materials, like PDFs, notes, derivations, etc. for differential equations and scientific machine learning (SciML)

Language: Jupyter Notebook - Size: 680 KB - Last synced: 18 days ago - Pushed: 26 days ago - Stars: 9 - Forks: 6

avik-pal/RayTracer.jl

Differentiable RayTracing in Julia

Language: Julia - Size: 34.9 MB - Last synced: 22 days ago - Pushed: about 1 year ago - Stars: 146 - Forks: 12

ucl-bug/jaxdf

A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations

Language: Python - Size: 16.8 MB - Last synced: 7 days ago - Pushed: 2 months ago - Stars: 106 - Forks: 7

cesmix-mit/PotentialLearning.jl

An open source Julia library for active learning of interatomic potentials in atomistic simulations of materials. It incorporates elements of bayesian inference, machine learning, differentiable programming, software composability, and high-performance computing.

Language: Julia - Size: 37.6 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 18 - Forks: 8

SciML/Integrals.jl

A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

Language: Julia - Size: 1.67 MB - Last synced: 18 days ago - Pushed: 23 days ago - Stars: 202 - Forks: 26

divicomp/potto

A prototype differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities and supports separate compilation.

Language: Python - Size: 282 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

belkakari/cellular-automata-pytorch

A reproduction and tweaking of Growing Neural Cellular Automata

Language: Python - Size: 13.1 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 17 - Forks: 3

wangleiphy/hydrogen

variationally solve hydrogen atom with autograd

Language: Python - Size: 486 KB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 9 - Forks: 0

tensorflow/swift-apis 📦

Swift for TensorFlow Deep Learning Library

Language: Swift - Size: 22.8 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 792 - Forks: 133

TorchOPC/TorchLitho

Differentiable Computational Lithogrpahy Framework

Language: Python - Size: 5.44 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 46 - Forks: 8

breandan/kotlingrad

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

Language: Kotlin - Size: 286 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 506 - Forks: 21

UTokyo-ICEPP/multiml

A prototype framework for developing multi-step machine learnings.

Language: Python - Size: 686 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 4

esa/dSGP4

dSGP4: differentiable SGP4. Supports differentiability, ML integration & embarassingly parallel computations

Language: Python - Size: 2.53 MB - Last synced: 14 days ago - Pushed: about 1 month ago - Stars: 6 - Forks: 2

taichi-dev/difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

Size: 345 KB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 2,370 - Forks: 254

OrchardLANL/DPFEHM.jl

DPFEHM: A Differentiable Subsurface Flow Simulator

Language: Julia - Size: 9.51 MB - Last synced: 23 days ago - Pushed: about 2 months ago - Stars: 27 - Forks: 10

Andrew-Luo1/jax_shac

An implementation of Short Horizon Actor Critic writen in Jax. Core algorithm written in the style of Brax, with several bits taken from Xu's original paper.

Language: Jupyter Notebook - Size: 18.1 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

ZikangXiong/diff-spec

Differentiable Symbolic Specification

Language: Python - Size: 51.8 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 1

arnauqb/blackbirds

Black-Box Inference foR Differentiable Simulators

Language: Python - Size: 14.9 MB - Last synced: 26 days ago - Pushed: 2 months ago - Stars: 8 - Forks: 1

astro-informatics/s2ball

Differentiable and accelerated wavelet transform on the ball with JAX

Language: Python - Size: 4.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

tensorflow/swift 📦

Swift for TensorFlow

Language: Jupyter Notebook - Size: 3.46 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 6,110 - Forks: 627

jump-dev/DiffOpt.jl

Differentiating convex optimization programs w.r.t. program parameters

Language: Julia - Size: 8.87 MB - Last synced: 20 days ago - Pushed: 3 months ago - Stars: 116 - Forks: 11

geoelements-dev/heat_transfer_duct_banks

Optimizing heat dissipation in duct banks using differentiable programming

Language: Python - Size: 213 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 1

wrsturgeon/dxpr

crates.io: Differentiable expression templates in Rust.

Language: Rust - Size: 46.9 KB - Last synced: 14 days ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

damianliumin/SoftMAC

Code repository for our paper SoftMAC: Differentiable Soft Body Simulation with Forecast-based Contact Model and Two-way Coupling with Articulated Rigid Bodies and Clothes

Language: Python - Size: 16.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 10 - Forks: 1

namin/relaxed-machines

program synthesis with neuro-symbolic differentiable interpreters

Language: Python - Size: 149 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 7 - Forks: 0

MatthiasNickles/diff-SAT

Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability

Language: Scala - Size: 2.59 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 56 - Forks: 2

tensorush/Awesome-Physics-Programming

😎 ☄️ Collection of the most awesome learning resources on physics programming in the form of videos, tutorials and frameworks.

Size: 26.4 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 20 - Forks: 3

vnherdeiro/tensorflowjs-curve-fitting-on-graph

Language: TypeScript - Size: 4.9 MB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

nbouziani/physics-driven-ml

Physics-driven machine learning using PyTorch and Firedrake

Language: Python - Size: 212 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 8 - Forks: 8

wangleiphy/TRG

Differentiable Tensor Renormalization Group for square Ising

Language: Julia - Size: 21.5 KB - Last synced: about 1 month ago - Pushed: about 5 years ago - Stars: 15 - Forks: 4

ctongfei/nexus

Experimental tensor-typed deep learning

Language: Scala - Size: 3.37 MB - Last synced: 6 months ago - Pushed: over 4 years ago - Stars: 256 - Forks: 16

mlajtos/L1

L1: Tensor Studio — The playground for tensors

Language: JavaScript - Size: 12 MB - Last synced: 6 months ago - Pushed: over 5 years ago - Stars: 184 - Forks: 25

Gsunshine/Enjoy-Hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

Language: Python - Size: 4.36 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 306 - Forks: 20

abdallahdib/NextFace

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

Language: Jupyter Notebook - Size: 14.5 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 599 - Forks: 83

wanxinjin/Pontryagin-Differentiable-Programming

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

Language: Python - Size: 352 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 123 - Forks: 16

srikumarks/df

Code for understanding automatic differentiation.

Language: Haskell - Size: 17.6 KB - Last synced: 14 days ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 1

Ghost---Shadow/differentiable-programming-handbook

Differentiable implementation of common computer science algorithms

Language: Jupyter Notebook - Size: 457 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 7 - Forks: 1

hypercoil/hypercoil

A differentiable program for mapping brain function

Language: Python - Size: 17 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 4 - Forks: 0

NWC-CUAHSI-Summer-Institute/LGAR-py

LGAR in python/torch

Language: Python - Size: 94.6 MB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

alwaysbyx/e2e-DR-learning

Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.

Language: Python - Size: 2.44 MB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 2

SciCompKL/derivgrind

Automatic differentiation of compiled programs using the Valgrind framework.

Language: C - Size: 44.7 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 2

wangleiphy/DL4CSRC

Hitchhiker's Guide to Deep Learning for Computational Scientists

Language: Python - Size: 691 KB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 34 - Forks: 7

DesmondZhong/diff_sim_improve_grads

PyTorch and Taichi implementations of our paper on improving gradient computation

Language: Python - Size: 298 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

geoelements/diffmpm

Differentiable Material Point Method

Language: Python - Size: 215 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 4 - Forks: 3

NWC-CUAHSI-Summer-Institute/ngen-aridity

Main repo for the Theme 1 BUCKETEARS, 2023

Size: 5.91 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

NWC-CUAHSI-Summer-Institute/dCFE Fork of NWC-CUAHSI-Summer-Institute/cfe_py

A differentiable Python version of NOAA-OWP / cfe using PyTorch, for research and development

Language: Python - Size: 333 MB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

matsunagalab/MDToolbox.jl

MDToolbox.jl: A Julia package for molecular dynamics trajectories analysis and modeling of biomolecules

Language: Julia - Size: 208 MB - Last synced: 28 days ago - Pushed: about 2 months ago - Stars: 19 - Forks: 5

YunxiTang/BasicRL

Basic RL

Language: Python - Size: 22.3 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 2 - Forks: 0

RU-Automated-Reasoning-Group/pi-PRL

ICLR'22 Programmatic Reinforcement Learning

Language: Python - Size: 10.4 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 13 - Forks: 2

ChezJrk/teg_applications

Applications of the Teg differentiable programming language to problems spanning graphics and physical simulation.

Language: Python - Size: 67.5 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 9 - Forks: 2

chakravala/Grassmann.wl

⟨Leibniz-Grassmann-Clifford⟩ multilinear differential geometric algebra

Language: Mathematica - Size: 111 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 5 - Forks: 3

danilkolikov/dfl

Differentiable Functional Language

Language: Haskell - Size: 646 KB - Last synced: 12 months ago - Pushed: almost 4 years ago - Stars: 6 - Forks: 0

wanxinjin/Learning-from-Sparse-Demonstrations

A framework and method to jointly learn a (neural) control objective function and a time-warping function only from sparse demonstrations or waypoints.

Language: Python - Size: 4.22 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 15 - Forks: 5

wanxinjin/Safe-PDP

Safe Pontryagin Differentiable Programming (Safe PDP) is a new theoretical and algorithmic safe differentiable framework to solve a broad class of safety-critical learning and control tasks.

Language: Python - Size: 25.2 MB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 52 - Forks: 6